Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-02-23 0.185648 0.205319 0.226944 0.252618 0.282445 0.316220 0.357667
2025-03-02 0.146102 0.170932 0.200481 0.238752 0.287786 0.349617 0.435347
2025-03-09 0.125746 0.153126 0.187639 0.235379 0.301466 0.392589 0.533306
2025-03-16 0.112426 0.141187 0.179104 0.234407 0.316068 0.437772 0.645241
2025-03-23 0.103168 0.132909 0.173623 0.235778 0.332970 0.488576 0.780466
2025-03-30 0.092406 0.121178 0.161624 0.225424 0.329481 0.505378 0.861305
2025-04-06 0.084057 0.111923 0.152002 0.217068 0.327271 0.523095 0.949040
2025-04-13 0.077393 0.104447 0.144158 0.210322 0.326333 0.542383 1.046596
2025-04-20 0.074371 0.102010 0.143596 0.215133 0.346141 0.605333 1.270193
2025-04-27 0.072437 0.100992 0.145046 0.223364 0.373511 0.690734 1.597162
2025-05-04 0.070477 0.099733 0.145920 0.230594 0.400184 0.782442 2.004494
2025-05-11 0.068363 0.098037 0.145869 0.236058 0.424222 0.875610 2.493378
2025-05-18 0.065128 0.094407 0.142405 0.235025 0.434984 0.941125 2.953746
2025-05-25 0.060612 0.088425 0.134482 0.224608 0.423301 0.943402 3.156534
2025-06-01 0.057747 0.084992 0.130742 0.222031 0.429325 0.998819 3.681597
2025-06-08 0.055411 0.082288 0.128065 0.221262 0.439530 1.071012 4.407669
2025-06-15 0.053571 0.080297 0.126497 0.222561 0.455093 1.167110 5.467569
2025-06-22 0.050389 0.075831 0.120097 0.212995 0.441182 1.158067 5.771826
2025-06-29 0.047682 0.072060 0.114763 0.205262 0.431038 1.160219 6.196366
2025-07-06 0.045358 0.068849 0.110289 0.199011 0.424014 1.172475 6.762316
2025-07-13 0.044548 0.068241 0.110661 0.203470 0.447261 1.312490 9.069930
2025-07-20 0.044147 0.068329 0.112353 0.211091 0.481316 1.518353 13.389680
2025-07-27 0.043637 0.068184 0.113577 0.217779 0.514388 1.744704 20.285167